Cobus GreylingLLMs Excel At In-Context Learning (ICL), But What About Long In-context Learning?This study was inspired by the Lost in the Middle phenomenon which surfaced in 2023.5 min read·10 hours ago----
Cobus GreylingUsing LLMs For Autonomous VehiclesLC-LLM is an explainable lane change prediction model that leverages the strong reasoning capabilities & self-explanation abilities of…6 min read·1 day ago----
Cobus GreylingMatching Retrieved Context With Question Context Using LogProbs With OpenAI for RAGTo minimise hallucinations and enhance the efficiency of RAG-powered Question Answering systems, with OpenAI log probabilities can be used…8 min read·2 days ago----
Cobus GreylingRapid Development Of Intelligent Generative AI APIsThere are instances where merely exposing an API to an LLM does not suffice, and some intelligence needs to be added to the API. Here is a…4 min read·5 days ago----
Cobus GreylingRAG, Hallucination & Structure: Research By ServiceNowAmongst Catastrophic Forgetting & Model Drift, Hallucination still remains a challenge.5 min read·6 days ago----
Cobus GreylingData Design For Fine-Tuning To Improve Small Language Model BehaviourTeaching Small Language Models to Self-Correct & Reason by using creative data formats for fine-tuning data. Via Prompt Erasure & Partial…5 min read·Apr 17, 2024--1--1
Cobus GreylingNo-Code Deployment & Orchestration Of Open-Sourced Foundation ModelsThese models are automatically exposed via an API, or can be incorporated and orchestrated in a RPA flow.6 min read·Apr 16, 2024----
Cobus GreylingLlamaIndex Agent Step-Wise Execution Framework With Agent Runners & Agent WorkersThe LlamaIndex lower-level agent API provides an array of functionalities extending beyond the mere execution of a user query from start to…4 min read·Apr 15, 2024--1--1
Cobus GreylingThe Case For An AI Productivity SuiteAn AI productivity suite combines all the elements required to move from data discovery, data design, to model selection, fine-tuning…5 min read·Apr 12, 2024----
Cobus GreylingPutting AI To WorkThe case for a no-code AI productivity suite.4 min read·Apr 11, 2024--1--1